Hugging Face's logo
martin's picture
60 40 515

martin PRO

martintomov
Tonic's profile picture pwndayma's profile picture NikolayKozloff's profile picture
·

AI & ML interests

None yet

Recent Activity

liked a model 12 days ago
arnaudstiegler/sd-model-gameNgen-60ksteps
reacted to merve's post with 🚀 16 days ago
Apollo is a new family of open-source video language models by Meta, where 3B model outperforms most 7B models and 7B outperforms most 30B models 🧶 ✨ the models come in 1.5B https://huggingface.co/Apollo-LMMs/Apollo-1_5B-t32, 3B https://huggingface.co/Apollo-LMMs/Apollo-3B-t32 and 7B https://huggingface.co/Apollo-LMMs/Apollo-7B-t32 with A2.0 license, based on Qwen1.5 & Qwen2 ✨ the authors also release a benchmark dataset https://huggingface.co/spaces/Apollo-LMMs/ApolloBench The paper has a lot of experiments (they trained 84 models!) about what makes the video LMs work ⏯️ Try the demo for best setup here https://huggingface.co/spaces/Apollo-LMMs/Apollo-3B they evaluate sampling strategies, scaling laws for models and datasets, video representation and more! > The authors find out that whatever design decision was applied to small models also scale properly when the model and dataset are scaled 📈 scaling dataset has diminishing returns for smaller models > They evaluate frame sampling strategies, and find that FPS sampling is better than uniform sampling, and they find 8-32 tokens per frame optimal > They also compare image encoders, they try a variation of models from shape optimized SigLIP to DINOv2 they find https://huggingface.co/google/siglip-so400m-patch14-384 to be most powerful 🔥 > they also compare freezing different parts of models, training all stages with some frozen parts give the best yield They eventually release three models, where Apollo-3B outperforms most 7B models and Apollo 7B outperforms 30B models 🔥
liked a model 16 days ago
FastVideo/FastMochi
View all activity

Organizations

MLX Community's profile picture RB-IBDM's profile picture Cape's profile picture synthgen's profile picture aiml4fun's profile picture AI Starter Pack's profile picture

martintomov's activity

liked a model 12 days ago
liked 3 models 16 days ago
liked a Space 19 days ago
liked a model 20 days ago
liked a dataset 24 days ago
liked a model 25 days ago
liked a Space 25 days ago
liked a model 28 days ago
liked a Space 28 days ago
liked 3 models about 1 month ago
liked a Space about 1 month ago
liked 2 models about 1 month ago
liked a Space about 1 month ago
liked 2 models about 1 month ago